AI Learns To Drive (2025)

Developer: ActivationFunction
Platforms: Windows
Genres: Indie, Racing, Simulation, Early Access
Rating: 4.8 of 5, 191 player ratings
Typical playtime: about 2.2 hours
Where to get it: Steam

The 3D catalog: game boxes on wooden shelves, with the cat sitting at the counter next to its greeting.

The catalog in 3D

The same catalog has a room you can walk around in. The cat behind the counter is the AI Catbot, and they pick real games from it when you tell them what you feel like playing. Nothing is for sale, here or in there. Go in from here and this game is already out on the counter, with more like it waiting on the shelf next to it.

More games like this

How it feels

You design and tweak a neural network, then watch a car learn to race through trial and error, making it feel like a hands-on science experiment with a touch of digital evolution.

sandboxsimulationexperimentaleducationalproceduralanalyticalchallengingobservationalcustomizable

What players say

Players find the AI underperforms and the map editor restrictive, with broken camera controls making it hard to play. Development seems abandoned since early 2025, with no Discord or YouTube presence, though some still enjoy the core idea.

Screenshots

More games like this

This page is from Underplayed Gems, a catalog of older and overlooked games. Not quite it? You can browse by platform and genre, or take this one into the 3D catalog and ask the Catbot for something closer.